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MemoryOptimizer

trustformers_models::performance_optimization

Struct MemoryOptimizer

pub struct MemoryOptimizer;

Expand description

Memory optimization utilities

Implementations§

impl MemoryOptimizer

pub fn optimize_memory_layout(tensors: &mut [Tensor]) -> Result<()>

Optimize tensor memory layout for better cache performance

pub fn analyze_memory_patterns(tensors: &[Tensor]) -> Vec<String>

Analyze memory access patterns and suggest optimizations

pub fn estimate_memory_usage(tensors: &[Tensor]) -> Result<usize>

Estimate memory usage for a batch of tensors

pub fn check_memory_constraints( tensors: &[Tensor], max_memory_mb: usize, ) -> Result<bool>

Check if a batch fits within memory constraints

Auto Trait Implementations§

impl Freeze for MemoryOptimizer

impl RefUnwindSafe for MemoryOptimizer

impl Send for MemoryOptimizer

impl Sync for MemoryOptimizer

impl Unpin for MemoryOptimizer

impl UnsafeUnpin for MemoryOptimizer

impl UnwindSafe for MemoryOptimizer

Blanket Implementations§

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